AI SummaryAutomatically extracts knowledge from Amp threads and synchronizes project documentation, keeping AGENTS.md and other docs up-to-date after epics and major work. Ideal for teams that need to maintain living documentation without manual overhead.
Install
# Install skill into your project (3 files) mkdir -p .cursor/skills/knowlegde && curl --retry 3 --retry-delay 2 --retry-all-errors -o .cursor/skills/knowlegde/SKILL.md "https://raw.githubusercontent.com/hoangnb24/storage/main/knowlegde/SKILL.md" && mkdir -p .cursor/skills/knowlegde/reference && curl --retry 3 --retry-delay 2 --retry-all-errors -o .cursor/skills/knowlegde/reference/doc-mapping.md "https://raw.githubusercontent.com/hoangnb24/storage/main/knowlegde/reference/doc-mapping.md" && mkdir -p .cursor/skills/knowlegde/reference && curl --retry 3 --retry-delay 2 --retry-all-errors -o .cursor/skills/knowlegde/reference/extraction-prompts.md "https://raw.githubusercontent.com/hoangnb24/storage/main/knowlegde/reference/extraction-prompts.md"
Run in your IDE terminal (bash). On Windows, use Git Bash, WSL, or your IDE's built-in terminal. If curl fails with an SSL error, your network may block raw.githubusercontent.com — try using a VPN or download the files directly from the source repo.
Description
Extracts knowledge from Amp threads and updates project docs. Use when asked to document recent work, sync docs after an epic, summarize what changed, or update AGENTS.md from thread history.
Knowledge Extraction & Documentation Sync
Extracts knowledge from Amp threads and synchronizes project documentation.
Pipeline
` REQUEST → THREADS → TOPICS → CODE → DOCS ` | Phase | Action | Tools | |-------|--------|-------| | 1. Discover | Find threads by query/time | find_thread | | 2. Extract | Parallel topic extraction | Task + read_thread | | 3. Verify | Ground topics in code | gkg, finder | | 4. Map | Find target docs | Read, Grep | | 5. Reconcile | Compare all sources | Oracle | | 6. Apply | Surgical updates | edit_file, mermaid |
Phase 1: Discover Threads
Start from user request: `bash
"Summarize auth work"
find_thread "authentication"
Quality Score
Acceptable
71/100
Trust & Transparency
No License Detected
Review source code before installing
Verified Open Source
Hosted on GitHub — publicly auditable
Actively Maintained
Last commit 1mo ago
161 stars — Growing Community
134 forks